Pattern Classification of Medical Images: Computer Aided Diagnosis [E-Book] / by Xiao-Xia Yin, Sillas Hadjiloucas, Yanchun Zhang.
Yin, Xiao-Xia, (author)
Hadjiloucas, Sillas, (author) / Zhang, Yanchun, (author)
Cham : Springer International Publishing, 2017
XIV, 218 p. 87 illus., 67 illus. in color. online resource.
englisch
9783319570273
10.1007/978-3-319-57027-3
Health Information Science
Full Text
Table of Contents:
  • 1 Introduction and Motivation for Conducting Medical Image Analysis
  • 2 Overview of clinical applications using THz pulse imaging, MRI, OCT and fundus imaging
  • 3 Recent Advances in Medical Data Preprocessing and Feature Extraction Techniques
  • 4 Pattern Classification
  • 5 Introduction to MRI Time Series Image Analysis Techniques
  • 6 Outlook for Clifford Algebra Based Feature and Deep Learning AI Architectures
  • 7 Concluding remarks.